diff --git a/etl/eligibility/ha_15_32/ha4_app.py b/etl/eligibility/ha_15_32/ha4_app.py
index 8b102f6d..d6bc10b1 100644
--- a/etl/eligibility/ha_15_32/ha4_app.py
+++ b/etl/eligibility/ha_15_32/ha4_app.py
@@ -243,21 +243,13 @@ def get_ha_4_data(data, cleaned, cleaning_data, created_at):
 def analyse_ha_4(results_df, data):
     results_df_social = results_df[results_df["tenure"] == "Rented (social)"]
 
-    results_df_social["tenure"].value_counts()
+    results_df_social["property_type"].value_counts()
 
     n_identified = (results_df_social["gbis_eligible"] | results_df_social["eco4_eligible"]).sum()
     n_eco4 = results_df_social["eco4_eligible"].sum()
     n_gbis = results_df_social[~results_df_social["eco4_eligible"]]["gbis_eligible"].sum()
 
     eco_eligibile = results_df_social[results_df_social["eco4_eligible"]]
-    eco_eligibile["walls"].value_counts()
-    eco_eligibile["roof"].value_counts()
-
-    eco_eligibile[eco_eligibile["walls"] == "Cavity wall, as built, insulated"]
-
-    results_df_social[results_df_social["gbis_eligible"] | results_df_social["eco4_eligible"]]["tenure"].value_counts()
-
-    results_df_social["eligibility_classification"].value_counts()
 
     future_possibilities_eco = results_df[
         (results_df["eco4_eligible_future"] == True) & (~(results_df["gbis_eligible"] | results_df["eco4_eligible"]))
@@ -268,6 +260,8 @@ def analyse_ha_4(results_df, data):
             ~(results_df["gbis_eligible"] | results_df["eco4_eligible"]))
         ].copy()
 
+    total_future_possibilities = future_possibilities_eco.shape[0] + future_possibilities_gbis.shape[0]
+
 
 def app():
     data = load_ha_4()